Hao Liu

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

2024

Using Generative Large Language Models for Hierarchical Relationship Prediction in Medical Ontologies.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining.

[BibT_eX]

[DOI]

Navya Martin Kollapally

Gai Elhanan

Andrew J. Einstein

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Using clinical entity recognition for curating an interface terminology to aid fast skimming of EHRs.

[BibT_eX]

[DOI]

Navya Martin Kollapally

Gai Elhanan

Andrew J. Einstein

Shuxin Zhou

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Enhancing patient Comprehension: An effective sequential prompting approach to simplifying EHRs using LLMs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Using annotation for computerized support for fast skimming of cardiology electronic health record notes.

[BibT_eX]

[DOI]

James Geller

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Predicting Solar Energetic Particles Using SDO/HMI Vector Magnetic Data Products and a Bidirectional LSTM Network.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Visual comprehension and orientation into the COVID-19 CIDO ontology.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2021

2020

Missing lateral relationships in top-level concepts of an ontology.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2020

Concept placement using BERT trained by transforming and summarizing biomedical ontology structure.

[BibT_eX]

[DOI]

Yehoshua Perl

James Geller

J. Biomed. Informatics, 2020

Identifying and Tracking Solar Magnetic Flux Elements with Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Inferring Vector Magnetic Fields from Stokes Profiles of GST/NIRIS Using a Convolutional Neural Network.

[BibT_eX]

[DOI]

CoRR, 2020

Predicting Coronal Mass Ejections Using SDO/HMI Vector Magnetic Data Products and Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Predicting Solar Flares Using a Long Short-Term Memory Network.

[BibT_eX]

[DOI]

CoRR, 2019

Training Convolutional Neural Network with Terminology Summarization Data Improves SNOMED CT Enrichment.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2019, 2019

Transfer Learning from BERT to Support Insertion of New Concepts into SNOMED CT.

[BibT_eX]

[DOI]

Yehoshua Perl

James Geller

Proceedings of the AMIA 2019, 2019

2018

A Quality Assurance Methodology for ChEBI Ontology Focusing on Uncommonly Modeled Concepts.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Biological Ontology (ICBO 2018), 2018

Can a Convolutional Neural Network Support Auditing of NCI Thesaurus Neoplasm Concepts?

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Biological Ontology (ICBO 2018), 2018

Enrichment of SNOMED CT Ophthalmology Component to Support EHR Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Overlapping Complex Concepts Have More Commission Errors, Especially in Intensive Terminology Auditing.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2018, 2018

Using Convolutional Neural Networks to Support Insertion of New Concepts into SNOMED CT.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2018, 2018

2017

From SNOMED CT to Uberon: Transferability of evaluation methodology between similarly structured ontologies.

[BibT_eX]

[DOI]

Gai Elhanan

Christopher Ochs

José L. V. Mejino Jr.